Obama and the World:New Directions in US Foreign Policy
Bibliographic record
Abstract
Introduction: Obama - Promise And Performance (Editors) Theories 1. Obama: A More Realist Foreign Policy? - (Nick Kitchen, LSE, UK) 2. Obama And The War On Terror: A Constructivist Analysis - Richard Jackson (Otago, Nz) And Matt Mcdonald (Adelaide, Australia) 3. Whither Neoconservatism After Bush? - Rob Singh (Birkbeck, UK) 4. Obama, Liberalism And Foreign Policy - Tim Lynch (Melbourne, Australia) 5. Marxism And US Foreign Policy - Doug Stokes (Kent, UK) and David Maher (Kent, UK) 6. Cosmopolitanism And The Obama Administration - Mark Ledwidge (Canterbury Christchurch, UK) 7. Hegemonic Transition Theory And American Power Today - Adam Quinn (Birmingham, UK) Non-State Actors 8. Obama And Bipartisanship In Foreign Policy - Steven Hurst (Manchester Metropolitan, UK) 9. Think Tanks And US Foreign Policy - Donald Abelson (Western Ontario, Canada) 10. The Tea Party And Christian Evangelicals - Lee Marsden (Uea, UK) 11. Public Opinion And US Foreign Policy - Jim Mccormick (Iowa State, US) New Problems, Paradigms And Policies 12. Corporate elite Networks and US foreign policy: the revolving door and the open door under Obama, Bastiaan Van Apeldoorn and Nana de Graaff, 13. Africa And The Obama Administration - George Kieh (Univ Of W Georgia) 14. The Militarisation Of US Intelligence - Mark Phythian And Trevor Mccrisken (Leicester Warwick, UK) 15. Transatlantic relations and US foreign policy, - David Dunn (Birmingham, UK) and Dr Benjamin Zala (Leicester, UK) 16. The US pivot to the Asia Pacific - Oliver Turner 17. The Arab Spring And The Obama Administration - Linda B. Miller (Brown, US) 18. Wikileaks - The New Pentagon Papers? - Inderjeet Parmar (City University London, UK) 19. The United States and the UN: return to the fold? - Craig N. Murphy (Wellesley/U. Mass, Boston, US) 20. American Power, patterns of rise and decline - Ketan Patel (Global Pacific Investors, UK) and Christian Hansmeyer (Greater Pacific Capital Chinese Office) 21. Presidents' agenda: the decisions that will shape US-China Relations, Ketan Patel (Global Pacific Investors, UK) and Christian Hansmeyer (Greater Pacific Capital Chinese Office) Afterword: Securing Freedom: Obama, the NSA, and US foreign Policy - Andrew Hammond (University of Warwick, UK) and Richard J. Aldrich (University of Warwick)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.013 | 0.012 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.006 | 0.007 |
| Insufficient payload (model declined to judge) | 0.029 | 0.007 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".